Linear SVC reached 97.60% accuracy and 0.5510 Macro F1 on the full Tokopedia 2025 reviews corpus, beating fine-tuned IndoBERT's 88.70% accuracy and 0.5088 Macro F1 on a sampled subset, with the gap attributed to data volume differences.
arXiv preprint arXiv:2009.05387 , year=
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Benchmarking Logistic Regression, SVM, Naive Bayes, and IndoBERT Fine-Tuning for Sentiment Analysis on Indonesian Product Reviews
Linear SVC reached 97.60% accuracy and 0.5510 Macro F1 on the full Tokopedia 2025 reviews corpus, beating fine-tuned IndoBERT's 88.70% accuracy and 0.5088 Macro F1 on a sampled subset, with the gap attributed to data volume differences.